Limitations of machine learning for building energy prediction: ASHRAE Great Energy Predictor III Kaggle competition error analysis

by Miller, Clayton, Picchetti, Bianca, Fu, Chun, Pantelic, Jovan
Published 2023

Limitations of machine learning for building energy prediction: ASHRAE Great Energy Predictor III Kaggle competition error analysis

by MILLER, CLAYTON, PICCHETTI, BIANCA, FU, CHUN, PANTELIC, JOVAN
Published 2022

Introducing the Cool, Quiet City Competition: Predicting Smartwatch-Reported Heat and Noise with Digital Twin Metrics

by Miller, Clayton, Quintana, Matias, Frei, Mario, Chua, Yun Xuan, Fu, Chun, Picchetti, Bianca, Yap, Winston, Chong, Adrian, Biljecki, Filip
Published 2023

The Building Data Genome Project 2, energy meter data from the ASHRAE Great Energy Predictor III competition

by Miller, Clayton, Kathirgamanathan, Anjukan, Picchetti, Bianca, Arjunan, Pandarasamy, Park, June Young, Nagy, Zoltan, Raftery, Paul, Hobson, Brodie W, Shi, Zixiao, Meggers, Forrest
Published 2021